Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Stockport with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Manchester > Stockport
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 57 52 66
Rank change year-on-year -5 +14 -11
Permanent jobs citing Data Modelling 9 6 2
As % of all permanent IT jobs advertised in Stockport 2.08% 1.52% 0.47%
As % of the Processes & Methodologies category 2.25% 1.67% 0.50%
Number of salaries quoted 8 10 2
Stockport median annual salary £38,750 £30,000 £36,000
Median salary % change year-on-year +29.17% -16.67% -7.69%
10th Percentile £36,250 £27,500 £35,500
90th Percentile £78,250 £42,250 £36,500
Manchester median annual salary £45,000 £50,000 £52,500
% change year-on-year -10.00% -4.76% +31.25%

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Stockport with a requirement for process or methodology skills.

All Process and Methodology Skills
Stockport
Permanent vacancies with a requirement for process or methodology skills 400 359 400
As % of all permanent IT jobs advertised in Stockport 92.38% 91.12% 94.12%
Number of salaries quoted 363 343 391
Stockport median annual salary £40,000 £38,000 £37,500
Median salary % change year-on-year +5.26% +1.33% +4.17%
10th Percentile £26,800 £25,250 £26,750
90th Percentile £57,500 £56,250 £51,250
Manchester median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% +3.90%

Data Modelling
Job Vacancy Trend in Stockport

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Stockport.

Job vacancy trend for Data Modelling in Stockport

Data Modelling
Salary Trend in Stockport

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in Stockport.

Salary trend for Data Modelling in Stockport

Data Modelling
Salary Histogram in Stockport

The salary distribution of IT jobs citing Data Modelling in Stockport over the 6 months to 22 November 2017.

Salary histogram for Data Modelling in Stockport

For the 6 months to 22 November 2017, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Stockport region with a requirement for Data Modelling.

1 7 (77.78%) Data Quality
2 6 (66.67%) PRINCE2
3 5 (55.56%) Facilities Management
4 3 (33.33%) Data Management
5 2 (22.22%) GDPR
5 2 (22.22%) Analytics
5 2 (22.22%) Master Data Management
5 2 (22.22%) Data Architecture
5 2 (22.22%) Data Security
5 2 (22.22%) Data Warehouse
5 2 (22.22%) Business Intelligence
6 1 (11.11%) Microsoft
6 1 (11.11%) Project Management
6 1 (11.11%) ETL
6 1 (11.11%) CRM
6 1 (11.11%) SQL Server
6 1 (11.11%) Microsoft Office
6 1 (11.11%) Finance
6 1 (11.11%) Migration
6 1 (11.11%) Agile Software Development
6 1 (11.11%) Quality Management
6 1 (11.11%) Visualisation
6 1 (11.11%) Amazon AWS
6 1 (11.11%) Information Architecture
6 1 (11.11%) Continuous Improvement
6 1 (11.11%) Data Governance
6 1 (11.11%) TOGAF
6 1 (11.11%) Data Analysis
6 1 (11.11%) Business Analysis
6 1 (11.11%) Capita

Data Modelling
Co-occurring IT Skills in Stockport by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 1 (11.11%) Microsoft Office
Cloud Services
1 1 (11.11%) Amazon AWS
Database & Business Intelligence
1 2 (22.22%) Data Warehouse
2 1 (11.11%) Enterprise Data Warehouse
2 1 (11.11%) SQL Server
General
1 1 (11.11%) Finance
Job Titles
1 5 (55.56%) Analyst
1 5 (55.56%) Business Analyst
2 3 (33.33%) Architect
3 2 (22.22%) Data Architect
4 1 (11.11%) Enterprise Architect
4 1 (11.11%) Enterprise Data Architect
4 1 (11.11%) Facilities Analyst
4 1 (11.11%) Information Architect
4 1 (11.11%) Systems Support
Miscellaneous
1 1 (11.11%) Analytical Skills
1 1 (11.11%) Data Protection Act
1 1 (11.11%) Data Structures
1 1 (11.11%) Hybrid Cloud
1 1 (11.11%) Reference Data
Processes & Methodologies
1 6 (66.67%) PRINCE2
2 5 (55.56%) Facilities Management
3 3 (33.33%) Data Management
4 2 (22.22%) Analytics
4 2 (22.22%) Business Intelligence
4 2 (22.22%) Data Architecture
4 2 (22.22%) Data Security
4 2 (22.22%) Master Data Management
5 1 (11.11%) Agile Project Management
5 1 (11.11%) Conceptual Models
5 1 (11.11%) Continuous Improvement
5 1 (11.11%) Data Governance
5 1 (11.11%) Data Integration
5 1 (11.11%) Data Migration
5 1 (11.11%) Data Protection
5 1 (11.11%) Data Strategy
5 1 (11.11%) Information Architecture
5 1 (11.11%) Migration
5 1 (11.11%) Requirements Analysis
5 1 (11.11%) Visualisation
Qualifications
1 1 (11.11%) Degree
Quality Assurance & Compliance
1 7 (77.78%) Data Quality
2 2 (22.22%) GDPR
Vendors
1 1 (11.11%) Capita
1 1 (11.11%) Microsoft